function [N_b, N_s] = block_phase_transition(N, M) tau_min = 0; tau_max = 10; tau_interval = 0.05; tau_range = tau_min:tau_interval:tau_max; K_min = 1; K_max = 15; K_range = K_min:K_max; N_b = zeros(length(K_range), 1); N_s = zeros(length(K_range), 1); cache_filename_1 = "I_2.mat"; cache_filename_2 = "I_" + string(2 * M) + ".mat"; if exist(cache_filename_1, "file") load(cache_filename_1, "I_2"); else I_2 = zeros(length(tau_range), 0); for tau_idx = 1:length(tau_range) tau = tau_range(tau_idx); I_2(tau_idx) = calc_block_integral(tau, 2); end save(cache_filename_1, "I_2"); end if exist(cache_filename_2, "file") load(cache_filename_2, "I_2M"); else I_2M = zeros(length(tau_range), 0); parfor tau_idx = 1:length(tau_range) tau = tau_range(tau_idx); I_2M(tau_idx) = calc_block_integral(tau, 2 * M); end save(cache_filename_2, "I_2M"); end for K_idx = 1:length(K_range) K = K_range(K_idx); f_set_1 = zeros(length(tau_range), 1); f_set_2 = zeros(length(tau_range), 1); for tau_idx = 1:length(tau_range) tau = tau_range(tau_idx); f_set_1(tau_idx) = 1/2 * (K * (2 * M + tau ^ 2) + (N - K) * I_2M(tau_idx)); f_set_2(tau_idx) = M/2 * (K * (2 + tau ^ 2) + (N - K) * I_2(tau_idx)); end N_b(K_idx) = min(f_set_1); N_s(K_idx) = min(f_set_2); end end